| Model-based Reinforcement Learning: A Survey | Jun 30, 2020 | Decision Makingmodel | —Unverified | 0 |
| Enforcing Almost-Sure Reachability in POMDPs | Jun 30, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| On Bellman's Optimality Principle for zs-POSGs | Jun 29, 2020 | Decision MakingHeuristic Search | —Unverified | 0 |
| Unsupervised Calibration under Covariate Shift | Jun 29, 2020 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Efficient Nonmyopic Bayesian Optimization via One-Shot Multi-Step Trees | Jun 29, 2020 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| Automated Stitching of Coral Reef Images and Extraction of Features for Damselfish Shoaling Behavior Analysis | Jun 28, 2020 | Decision MakingEpidemiology | —Unverified | 0 |
| Variational Autoencoding of PDE Inverse Problems | Jun 28, 2020 | Computational EfficiencyData Augmentation | —Unverified | 0 |
| A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem | Jun 27, 2020 | Decision MakingManagement | —Unverified | 0 |
| Evaluation of Embedded Platforms for Lower Limb Prosthesis with Visual Sensing Capabilities | Jun 26, 2020 | CPUDecision Making | —Unverified | 0 |
| A GRU-based Mixture Density Network for Data-Driven Dynamic Stochastic Programming | Jun 26, 2020 | Decision MakingTime Series | —Unverified | 0 |
| Learning Optimal Distributionally Robust Individualized Treatment Rules | Jun 26, 2020 | Decision Making | —Unverified | 0 |
| GINNs: Graph-Informed Neural Networks for Multiscale Physics | Jun 26, 2020 | Decision Making | —Unverified | 0 |
| A Unifying Framework for Reinforcement Learning and Planning | Jun 26, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Does the Whole Exceed its Parts? The Effect of AI Explanations on Complementary Team Performance | Jun 26, 2020 | Decision MakingQuestion Answering | —Unverified | 0 |
| Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift | Jun 26, 2020 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Reinforcement Learning and its Connections with Neuroscience and Psychology | Jun 25, 2020 | Atari GamesDecision Making | —Unverified | 0 |
| Inverse Active Sensing: Modeling and Understanding Timely Decision-Making | Jun 25, 2020 | Decision Making | —Unverified | 0 |
| Adversarial Machine Learning based Partial-model Attack in IoT | Jun 25, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Model-Free Voltage Regulation of Unbalanced Distribution Network Based on Surrogate Model and Deep Reinforcement Learning | Jun 24, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Class-Similarity Based Label Smoothing for Confidence Calibration | Jun 24, 2020 | Decision MakingSemantic Similarity | —Unverified | 0 |
| Circuit Routing Using Monte Carlo Tree Search and Deep Neural Networks | Jun 24, 2020 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Explainable robotic systems: Understanding goal-driven actions in a reinforcement learning scenario | Jun 24, 2020 | Action UnderstandingDecision Making | —Unverified | 0 |
| A Deep Learning Pipeline for Patient Diagnosis Prediction Using Electronic Health Records | Jun 23, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Post-hoc Calibration of Neural Networks by g-Layers | Jun 23, 2020 | Decision Makingimage-classification | —Unverified | 0 |
| On the Relationship Between Active Inference and Control as Inference | Jun 23, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Calibration of Neural Networks using Splines | Jun 23, 2020 | Decision Makingimage-classification | CodeCode Available | 1 |
| Fast, Optimal, and Targeted Predictions using Parametrized Decision Analysis | Jun 23, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Learning-to-Fly: Learning-based Collision Avoidance for Scalable Urban Air Mobility | Jun 23, 2020 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty | Jun 23, 2020 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Show me the Way: Intrinsic Motivation from Demonstrations | Jun 23, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Rule-based epidemic models | Jun 22, 2020 | Decision MakingEpidemiology | —Unverified | 0 |
| Evolutionary Processes in Quantum Decision Theory | Jun 22, 2020 | Decision Making | —Unverified | 0 |
| Artificial intelligence in space | Jun 22, 2020 | Decision Making | —Unverified | 0 |
| How fair can we go in machine learning? Assessing the boundaries of fairness in decision trees | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Machine Learning Pipelines: Provenance, Reproducibility and FAIR Data Principles | Jun 22, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A blindspot of AI ethics: anti-fragility in statistical prediction | Jun 21, 2020 | Decision MakingDiversity | —Unverified | 0 |
| Towards Tractable Optimism in Model-Based Reinforcement Learning | Jun 21, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| MALOnt: An Ontology for Malware Threat Intelligence | Jun 20, 2020 | Decision MakingGraph Generation | CodeCode Available | 0 |
| Collective Learning by Ensembles of Altruistic Diversifying Neural Networks | Jun 20, 2020 | Decision Making | —Unverified | 0 |
| Counterfactually Guided Off-policy Transfer in Clinical Settings | Jun 20, 2020 | counterfactualDecision Making | —Unverified | 0 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Task-Agnostic Online Reinforcement Learning with an Infinite Mixture of Gaussian Processes | Jun 19, 2020 | Continual LearningDecision Making | CodeCode Available | 1 |
| Does Explainable Artificial Intelligence Improve Human Decision-Making? | Jun 19, 2020 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| ETMA: A New Software for Event Tree Analysis with Application to Power Protection | Jun 18, 2020 | Decision Making | —Unverified | 0 |
| The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems | Jun 18, 2020 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| OMBA: User-Guided Product Representations for Online Market Basket Analysis | Jun 18, 2020 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 |
| Interactive Recommender System via Knowledge Graph-enhanced Reinforcement Learning | Jun 18, 2020 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Learning by Repetition: Stochastic Multi-armed Bandits under Priming Effect | Jun 18, 2020 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Individual Calibration with Randomized Forecasting | Jun 18, 2020 | Decision MakingFairness | —Unverified | 0 |